Jumio
Senior Machine Learning Engineer
Montreal · Senior
Sponsorship not specifiedDetected 21 days ago
PythonVector DatabasesAWSMachine LearningTensorFlowPyTorchAirflowComputer VisionResearchCollaboration
About the role
- The final job level for this role will be determined following the interview process.
- About Jumio: Jumio is a B2B technology company dedicated to eradicating online identity fraud, money laundering and other financial crimes to help make the internet safer.
Responsibilities
- Collaborate on benchmarking of models across datasets and operating conditions
- Train and optimize models using PyTorch, TensorFlow, and/or JAX
- Contribute to end-to-end ML pipelines, from data ingestion to deployment. Help design automated pipelines (Airflow) for data ingestion and cleaning.
- Production Engineering: Optimize models for low-latency inference (quantization, distillation, TensorRT/ONNX) and support deployment on AWS.
- You'll ramp up on the biometrics domain while contributing to the design, training, and scaling of our ML systems end-to-end on AWS.
Requirements
- Strong Engineering: Strong proficiency in Python (Pillow, OpenCV, PyTorch, etc).
- Systems Architecture: Experience designing or contributing to ML pipelines and familiarity with orchestration tools like Airflow
- Cloud Native: Experience with GPU-based training and deploying ML services on AWS
- Strong proficiency in Python (Pillow, OpenCV, PyTorch, etc).
- Experience designing or contributing to ML pipelines and familiarity with orchestration tools like Airflow
- Experience with GPU-based training and deploying ML services on AWS
- Familiarity with vector databases and ANN search
- Experience with GANs or diffusion models for data augmentation
- If you have any questions or comments, please send an email to privacy@jumio.com.
Nice to have
- Large Scale Search: Familiarity with vector databases and ANN search
- Synthetic Data: Experience with GANs or diffusion models for data augmentation
- Mobile/Edge Experience: CoreML, LiteRT, and/or TFLite
- Familiarity with privacy, security, and compliance considerations in sensitive ML applications
- IDEAL: Integrity, Diversity, Empowerment, Accountability, Leading Innovation
- Equal Opportunities:
- Jumio is a collaboration of people with different ideas, strengths, interests and cultures.
- We welcome applications and colleagues from all backgrounds and of all statuses.
Benefits
- We're looking for a Senior Machine Learning Engineer with strong computer vision expertise to join our Biometrics team.
- Collaborate with and mentor ML engineers, and contribute to technical best practices across the Computer Vision team.
- Strong Computer Vision fundamentals
- Design and develop computer vision models and pipelines, contributing to biometrics use cases such as face detection, quality assessment, and recognition
Company info
- What We're Looking For
This listing is sourced directly from Jumio's careers page and normalized into a canonical job model.